Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	18062
Missing cells	68095
Missing cells (%)	18.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.9 MiB
Average record size in memory	168.0 B

Variable types

Text	10
DateTime	1
Categorical	7
Numeric	3

Alerts

`CCL_cm` is highly overall correlated with `CCW_cm` and 1 other fields	High correlation
`CCW_cm` is highly overall correlated with `CCL_cm` and 2 other fields	High correlation
`Weight_Kg` is highly overall correlated with `CCL_cm` and 2 other fields	High correlation
`CaptureSite` is highly overall correlated with `ForagingGround` and 1 other fields	High correlation
`ForagingGround` is highly overall correlated with `CaptureSite` and 1 other fields	High correlation
`LandingSite` is highly overall correlated with `CaptureSite` and 1 other fields	High correlation
`Sex` is highly overall correlated with `CCW_cm` and 1 other fields	High correlation
`Researcher` is highly imbalanced (63.0%)	Imbalance
`CaptureMethod` is highly imbalanced (81.3%)	Imbalance
`Species` is highly imbalanced (66.5%)	Imbalance
`Sex` is highly imbalanced (95.1%)	Imbalance
`Tag_2` has 13151 (72.8%) missing values	Missing
`Lost_Tags` has 17137 (94.9%) missing values	Missing
`T_Number` has 18024 (99.8%) missing values	Missing
`Weight_Kg` has 5409 (29.9%) missing values	Missing
`Sex` has 4330 (24.0%) missing values	Missing
`Status` has 3633 (20.1%) missing values	Missing
`Date_TimeRelease` has 6108 (33.8%) missing values	Missing
`Rescue_ID` has unique values	Unique

Reproduction

Analysis started	2023-08-30 12:53:12.446368
Analysis finished	2023-08-30 12:53:16.645753
Duration	4.2 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Rescue_ID
Text

UNIQUE

Distinct	18062
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	216744
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18062 ?
Unique (%)	100.0%

Sample

1st row	2000_RE_0060
2nd row	2001_RE_0187
3rd row	2001_RE_0197
4th row	2002_RE_0031
5th row	2002_RE_0118

Value	Count	Frequency (%)
2000_re_0060	1	< 0.1%
2003_re_0363	1	< 0.1%
2002_re_0119	1	< 0.1%
2002_re_0214	1	< 0.1%
2002_re_0215	1	< 0.1%
2011_re_0476	1	< 0.1%
2002_re_0218	1	< 0.1%
2003_re_0322	1	< 0.1%
2003_re_0411	1	< 0.1%
2002_re_0031	1	< 0.1%
Other values (18052)	18052	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	44210	20.4%
_	36124	16.7%
2	26185	12.1%
1	25593	11.8%
R	18062	8.3%
E	18062	8.3%
3	7862	3.6%
4	7617	3.5%
5	7303	3.4%
8	6969	3.2%
Other values (3)	18757	8.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	144496	66.7%
Connector Punctuation	36124	16.7%
Uppercase Letter	36124	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	44210	30.6%
2	26185	18.1%
1	25593	17.7%
3	7862	5.4%
4	7617	5.3%
5	7303	5.1%
8	6969	4.8%
7	6800	4.7%
6	6572	4.5%
9	5385	3.7%

Uppercase Letter

Value	Count	Frequency (%)
R	18062	50.0%
E	18062	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	36124	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	180620	83.3%
Latin	36124	16.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	44210	24.5%
_	36124	20.0%
2	26185	14.5%
1	25593	14.2%
3	7862	4.4%
4	7617	4.2%
5	7303	4.0%
8	6969	3.9%
7	6800	3.8%
6	6572	3.6%

Latin

Value	Count	Frequency (%)
R	18062	50.0%
E	18062	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	216744	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	44210	20.4%
_	36124	16.7%
2	26185	12.1%
1	25593	11.8%
R	18062	8.3%
E	18062	8.3%
3	7862	3.6%
4	7617	3.5%
5	7303	3.4%
8	6969	3.2%
Other values (3)	18757	8.7%

Date_TimeCaught
Date

Distinct	5237
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

Minimum	1998-04-17 00:00:00
Maximum	2018-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Researcher
Categorical

IMBALANCE

Distinct	35
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

Researcher_20	9778
Researcher_30	5346
Researcher_7	1011
Researcher_25	515
Researcher_10	347
Other values (30)	1065

Length

Max length	13
Median length	13
Mean length	12.930683
Min length	12

Characters and Unicode

Total characters	233554
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row	Researcher_25
2nd row	Researcher_6
3rd row	Researcher_6
4th row	Researcher_32
5th row	Researcher_25

Common Values

Value	Count	Frequency (%)
Researcher_20	9778	54.1%
Researcher_30	5346	29.6%
Researcher_7	1011	5.6%
Researcher_25	515	2.9%
Researcher_10	347	1.9%
Researcher_32	339	1.9%
Researcher_13	337	1.9%
Researcher_6	131	0.7%
Researcher_37	41	0.2%
Researcher_4	36	0.2%
Other values (25)	181	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
researcher_20	9778	54.1%
researcher_30	5346	29.6%
researcher_7	1011	5.6%
researcher_25	515	2.9%
researcher_10	347	1.9%
researcher_32	339	1.9%
researcher_13	337	1.9%
researcher_6	131	0.7%
researcher_37	41	0.2%
researcher_4	36	0.2%
Other values (25)	181	1.0%

Most occurring characters

Value	Count	Frequency (%)
e	54186	23.2%
r	36124	15.5%
R	18062	7.7%
s	18062	7.7%
a	18062	7.7%
c	18062	7.7%
h	18062	7.7%
_	18062	7.7%
0	15475	6.6%
2	10672	4.6%
Other values (8)	8725	3.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	162558	69.6%
Decimal Number	34872	14.9%
Uppercase Letter	18062	7.7%
Connector Punctuation	18062	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15475	44.4%
2	10672	30.6%
3	6112	17.5%
7	1089	3.1%
1	800	2.3%
5	520	1.5%
6	135	0.4%
4	40	0.1%
9	26	0.1%
8	3	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
e	54186	33.3%
r	36124	22.2%
s	18062	11.1%
a	18062	11.1%
c	18062	11.1%
h	18062	11.1%

Uppercase Letter

Value	Count	Frequency (%)
R	18062	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18062	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	180620	77.3%
Common	52934	22.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	18062	34.1%
0	15475	29.2%
2	10672	20.2%
3	6112	11.5%
7	1089	2.1%
1	800	1.5%
5	520	1.0%
6	135	0.3%
4	40	0.1%
9	26	< 0.1%

Latin

Value	Count	Frequency (%)
e	54186	30.0%
r	36124	20.0%
R	18062	10.0%
s	18062	10.0%
a	18062	10.0%
c	18062	10.0%
h	18062	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	233554	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	54186	23.2%
r	36124	15.5%
R	18062	7.7%
s	18062	7.7%
a	18062	7.7%
c	18062	7.7%
h	18062	7.7%
_	18062	7.7%
0	15475	6.6%
2	10672	4.6%
Other values (8)	8725	3.7%

CaptureSite
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

CaptureSite_25	2574
CaptureSite_9	2169
CaptureSite_15	1986
CaptureSite_23	1906
CaptureSite_16	957
Other values (24)	8470

Length

Max length	14
Median length	14
Mean length	13.717971
Min length	13

Characters and Unicode

Total characters	247774
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CaptureSite_0
2nd row	CaptureSite_0
3rd row	CaptureSite_0
4th row	CaptureSite_0
5th row	CaptureSite_0

Common Values

Value	Count	Frequency (%)
CaptureSite_25	2574	14.3%
CaptureSite_9	2169	12.0%
CaptureSite_15	1986	11.0%
CaptureSite_23	1906	10.6%
CaptureSite_16	957	5.3%
CaptureSite_13	821	4.5%
CaptureSite_1	793	4.4%
CaptureSite_21	714	4.0%
CaptureSite_27	686	3.8%
CaptureSite_5	646	3.6%
Other values (19)	4810	26.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
capturesite_25	2574	14.3%
capturesite_9	2169	12.0%
capturesite_15	1986	11.0%
capturesite_23	1906	10.6%
capturesite_16	957	5.3%
capturesite_13	821	4.5%
capturesite_1	793	4.4%
capturesite_21	714	4.0%
capturesite_27	686	3.8%
capturesite_5	646	3.6%
Other values (19)	4810	26.6%

Most occurring characters

Value	Count	Frequency (%)
t	36124	14.6%
e	36124	14.6%
C	18062	7.3%
a	18062	7.3%
p	18062	7.3%
u	18062	7.3%
r	18062	7.3%
S	18062	7.3%
i	18062	7.3%
_	18062	7.3%
Other values (10)	31030	12.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	162558	65.6%
Uppercase Letter	36124	14.6%
Decimal Number	31030	12.5%
Connector Punctuation	18062	7.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	8187	26.4%
1	7838	25.3%
5	5206	16.8%
3	2848	9.2%
9	2584	8.3%
7	1306	4.2%
6	1182	3.8%
4	886	2.9%
0	702	2.3%
8	291	0.9%

Lowercase Letter

Value	Count	Frequency (%)
t	36124	22.2%
e	36124	22.2%
a	18062	11.1%
p	18062	11.1%
u	18062	11.1%
r	18062	11.1%
i	18062	11.1%

Uppercase Letter

Value	Count	Frequency (%)
C	18062	50.0%
S	18062	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18062	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	198682	80.2%
Common	49092	19.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	18062	36.8%
2	8187	16.7%
1	7838	16.0%
5	5206	10.6%
3	2848	5.8%
9	2584	5.3%
7	1306	2.7%
6	1182	2.4%
4	886	1.8%
0	702	1.4%

Latin

Value	Count	Frequency (%)
t	36124	18.2%
e	36124	18.2%
C	18062	9.1%
a	18062	9.1%
p	18062	9.1%
u	18062	9.1%
r	18062	9.1%
S	18062	9.1%
i	18062	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	247774	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	36124	14.6%
e	36124	14.6%
C	18062	7.3%
a	18062	7.3%
p	18062	7.3%
u	18062	7.3%
r	18062	7.3%
S	18062	7.3%
i	18062	7.3%
_	18062	7.3%
Other values (10)	31030	12.5%

ForagingGround
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

Creek	11408
Ocean	6651
creek	3

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	90310
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ocean
2nd row	Ocean
3rd row	Ocean
4th row	Ocean
5th row	Ocean

Common Values

Value	Count	Frequency (%)
Creek	11408	63.2%
Ocean	6651	36.8%
creek	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
creek	11411	63.2%
ocean	6651	36.8%

Most occurring characters

Value	Count	Frequency (%)
e	29473	32.6%
r	11411	12.6%
k	11411	12.6%
C	11408	12.6%
c	6654	7.4%
O	6651	7.4%
a	6651	7.4%
n	6651	7.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	72251	80.0%
Uppercase Letter	18059	20.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	29473	40.8%
r	11411	15.8%
k	11411	15.8%
c	6654	9.2%
a	6651	9.2%
n	6651	9.2%

Uppercase Letter

Value	Count	Frequency (%)
C	11408	63.2%
O	6651	36.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	90310	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	29473	32.6%
r	11411	12.6%
k	11411	12.6%
C	11408	12.6%
c	6654	7.4%
O	6651	7.4%
a	6651	7.4%
n	6651	7.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	90310	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	29473	32.6%
r	11411	12.6%
k	11411	12.6%
C	11408	12.6%
c	6654	7.4%
O	6651	7.4%
a	6651	7.4%
n	6651	7.4%

CaptureMethod
Categorical

IMBALANCE

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

Net	15934
Longline	1464
Jarife	198
Uzio	119
Beached	100
Other values (10)	247

Length

Max length	17
Median length	3
Mean length	3.5816632
Min length	3

Characters and Unicode

Total characters	64692
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Net
2nd row	Net
3rd row	Net
4th row	Net
5th row	Beached

Common Values

Value	Count	Frequency (%)
Net	15934	88.2%
Longline	1464	8.1%
Jarife	198	1.1%
Uzio	119	0.7%
Beached	100	0.6%
Not_Recorded	86	0.5%
Collected Floater	73	0.4%
net	28	0.2%
By Hand	26	0.1%
stranded	22	0.1%
Other values (5)	12	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
net	15962	87.9%
longline	1466	8.1%
jarife	199	1.1%
uzio	119	0.7%
beached	100	0.6%
not_recorded	86	0.5%
collected	73	0.4%
floater	73	0.4%
by	27	0.1%
hand	27	0.1%
Other values (4)	36	0.2%

Most occurring characters

Value	Count	Frequency (%)
e	18242	28.2%
t	16216	25.1%
N	16020	24.8%
n	3011	4.7%
o	1903	2.9%
i	1790	2.8%
l	1687	2.6%
g	1468	2.3%
L	1464	2.3%
a	429	0.7%
Other values (23)	2462	3.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	46301	71.6%
Uppercase Letter	18199	28.1%
Space Separator	106	0.2%
Connector Punctuation	86	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	18242	39.4%
t	16216	35.0%
n	3011	6.5%
o	1903	4.1%
i	1790	3.9%
l	1687	3.6%
g	1468	3.2%
a	429	0.9%
d	416	0.9%
r	388	0.8%
Other values (10)	751	1.6%

Uppercase Letter

Value	Count	Frequency (%)
N	16020	88.0%
L	1464	8.0%
J	198	1.1%
B	126	0.7%
U	119	0.7%
R	86	0.5%
F	79	0.4%
C	73	0.4%
H	26	0.1%
T	6	< 0.1%

Space Separator

Value	Count	Frequency (%)
	106	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	86	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	64500	99.7%
Common	192	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	18242	28.3%
t	16216	25.1%
N	16020	24.8%
n	3011	4.7%
o	1903	3.0%
i	1790	2.8%
l	1687	2.6%
g	1468	2.3%
L	1464	2.3%
a	429	0.7%
Other values (21)	2270	3.5%

Common

Value	Count	Frequency (%)
	106	55.2%
_	86	44.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64692	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	18242	28.2%
t	16216	25.1%
N	16020	24.8%
n	3011	4.7%
o	1903	2.9%
i	1790	2.8%
l	1687	2.6%
g	1468	2.3%
L	1464	2.3%
a	429	0.7%
Other values (23)	2462	3.8%

Fisher
Text

Distinct	2085
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

Length

Max length	11
Median length	11
Mean length	10.520374
Min length	8

Characters and Unicode

Total characters	190019
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1078 ?
Unique (%)	6.0%

Sample

1st row	Fisher_1072
2nd row	Fisher_520
3rd row	Fisher_1669
4th row	Fisher_1798
5th row	Fisher_1918

Value	Count	Frequency (%)
fisher_1478	1499	8.3%
fisher_92	570	3.2%
fisher_1550	448	2.5%
fisher_1551	435	2.4%
fisher_1472	383	2.1%
fisher_1217	300	1.7%
fisher_818	244	1.4%
fisher_873	236	1.3%
fisher_863	218	1.2%
fisher_1651	217	1.2%
Other values (2075)	13512	74.8%

Most occurring characters

Value	Count	Frequency (%)
F	18062	9.5%
s	18062	9.5%
h	18062	9.5%
e	18062	9.5%
r	18062	9.5%
_	18062	9.5%
i	18062	9.5%
1	14592	7.7%
8	7182	3.8%
5	7020	3.7%
Other values (7)	34791	18.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	90310	47.5%
Decimal Number	63585	33.5%
Uppercase Letter	18062	9.5%
Connector Punctuation	18062	9.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14592	22.9%
8	7182	11.3%
5	7020	11.0%
7	5804	9.1%
4	5767	9.1%
2	5736	9.0%
9	4681	7.4%
0	4325	6.8%
3	4261	6.7%
6	4217	6.6%

Lowercase Letter

Value	Count	Frequency (%)
s	18062	20.0%
h	18062	20.0%
e	18062	20.0%
r	18062	20.0%
i	18062	20.0%

Uppercase Letter

Value	Count	Frequency (%)
F	18062	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18062	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108372	57.0%
Common	81647	43.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	18062	22.1%
1	14592	17.9%
8	7182	8.8%
5	7020	8.6%
7	5804	7.1%
4	5767	7.1%
2	5736	7.0%
9	4681	5.7%
0	4325	5.3%
3	4261	5.2%

Latin

Value	Count	Frequency (%)
F	18062	16.7%
s	18062	16.7%
h	18062	16.7%
e	18062	16.7%
r	18062	16.7%
i	18062	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	190019	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
F	18062	9.5%
s	18062	9.5%
h	18062	9.5%
e	18062	9.5%
r	18062	9.5%
_	18062	9.5%
i	18062	9.5%
1	14592	7.7%
8	7182	3.8%
5	7020	3.7%
Other values (7)	34791	18.3%

LandingSite
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

LandingSite_CaptureSiteCategory_0	8469
LandingSite_CaptureSiteCategory_2	4258
LandingSite_CaptureSiteCategory_4	2946
LandingSite_CaptureSiteCategory_1	2312
LandingSite_CaptureSiteCategory_3	77

Length

Max length	33
Median length	33
Mean length	33
Min length	33

Characters and Unicode

Total characters	596046
Distinct characters	21
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	LandingSite_CaptureSiteCategory_2
2nd row	LandingSite_CaptureSiteCategory_2
3rd row	LandingSite_CaptureSiteCategory_2
4th row	LandingSite_CaptureSiteCategory_2
5th row	LandingSite_CaptureSiteCategory_2

Common Values

Value	Count	Frequency (%)
LandingSite_CaptureSiteCategory_0	8469	46.9%
LandingSite_CaptureSiteCategory_2	4258	23.6%
LandingSite_CaptureSiteCategory_4	2946	16.3%
LandingSite_CaptureSiteCategory_1	2312	12.8%
LandingSite_CaptureSiteCategory_3	77	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
landingsite_capturesitecategory_0	8469	46.9%
landingsite_capturesitecategory_2	4258	23.6%
landingsite_capturesitecategory_4	2946	16.3%
landingsite_capturesitecategory_1	2312	12.8%
landingsite_capturesitecategory_3	77	0.4%

Most occurring characters

Value	Count	Frequency (%)
t	72248	12.1%
e	72248	12.1%
i	54186	9.1%
a	54186	9.1%
C	36124	6.1%
r	36124	6.1%
n	36124	6.1%
g	36124	6.1%
S	36124	6.1%
_	36124	6.1%
Other values (11)	126434	21.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	451550	75.8%
Uppercase Letter	90310	15.2%
Connector Punctuation	36124	6.1%
Decimal Number	18062	3.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	72248	16.0%
e	72248	16.0%
i	54186	12.0%
a	54186	12.0%
r	36124	8.0%
n	36124	8.0%
g	36124	8.0%
y	18062	4.0%
o	18062	4.0%
u	18062	4.0%
Other values (2)	36124	8.0%

Decimal Number

Value	Count	Frequency (%)
0	8469	46.9%
2	4258	23.6%
4	2946	16.3%
1	2312	12.8%
3	77	0.4%

Uppercase Letter

Value	Count	Frequency (%)
C	36124	40.0%
S	36124	40.0%
L	18062	20.0%

Connector Punctuation

Value	Count	Frequency (%)
_	36124	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	541860	90.9%
Common	54186	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	72248	13.3%
e	72248	13.3%
i	54186	10.0%
a	54186	10.0%
C	36124	6.7%
r	36124	6.7%
n	36124	6.7%
g	36124	6.7%
S	36124	6.7%
y	18062	3.3%
Other values (5)	90310	16.7%

Common

Value	Count	Frequency (%)
_	36124	66.7%
0	8469	15.6%
2	4258	7.9%
4	2946	5.4%
1	2312	4.3%
3	77	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	596046	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	72248	12.1%
e	72248	12.1%
i	54186	9.1%
a	54186	9.1%
C	36124	6.1%
r	36124	6.1%
n	36124	6.1%
g	36124	6.1%
S	36124	6.1%
_	36124	6.1%
Other values (11)	126434	21.2%

Species
Categorical

IMBALANCE

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	141.2 KiB

Species_5	11097
Species_6	6882
Species_4	50
Species_7	21
Species_0	7
Other values (3)	5

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	162558
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Species_6
2nd row	Species_6
3rd row	Species_5
4th row	Species_6
5th row	Species_5

Common Values

Value	Count	Frequency (%)
Species_5	11097	61.4%
Species_6	6882	38.1%
Species_4	50	0.3%
Species_7	21	0.1%
Species_0	7	< 0.1%
Species_1	2	< 0.1%
Species_2	2	< 0.1%
Species_3	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
species_5	11097	61.4%
species_6	6882	38.1%
species_4	50	0.3%
species_7	21	0.1%
species_0	7	< 0.1%
species_1	2	< 0.1%
species_2	2	< 0.1%
species_3	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	36124	22.2%
S	18062	11.1%
p	18062	11.1%
c	18062	11.1%
i	18062	11.1%
s	18062	11.1%
_	18062	11.1%
5	11097	6.8%
6	6882	4.2%
4	50	< 0.1%
Other values (5)	33	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	108372	66.7%
Uppercase Letter	18062	11.1%
Connector Punctuation	18062	11.1%
Decimal Number	18062	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11097	61.4%
6	6882	38.1%
4	50	0.3%
7	21	0.1%
0	7	< 0.1%
1	2	< 0.1%
2	2	< 0.1%
3	1	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
e	36124	33.3%
p	18062	16.7%
c	18062	16.7%
i	18062	16.7%
s	18062	16.7%

Uppercase Letter

Value	Count	Frequency (%)
S	18062	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	18062	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	126434	77.8%
Common	36124	22.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	18062	50.0%
5	11097	30.7%
6	6882	19.1%
4	50	0.1%
7	21	0.1%
0	7	< 0.1%
1	2	< 0.1%
2	2	< 0.1%
3	1	< 0.1%

Latin

Value	Count	Frequency (%)
e	36124	28.6%
S	18062	14.3%
p	18062	14.3%
c	18062	14.3%
i	18062	14.3%
s	18062	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	162558	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	36124	22.2%
S	18062	11.1%
p	18062	11.1%
c	18062	11.1%
i	18062	11.1%
s	18062	11.1%
_	18062	11.1%
5	11097	6.8%
6	6882	4.2%
4	50	< 0.1%
Other values (5)	33	< 0.1%

Tag_1
Text

Distinct	8235
Distinct (%)	45.9%
Missing	125
Missing (%)	0.7%
Memory size	141.2 KiB

Length

Max length	18
Median length	6
Mean length	6.164353
Min length	4

Characters and Unicode

Total characters	110570
Distinct characters	45
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5513 ?
Unique (%)	30.7%

Sample

1st row	CC00147
2nd row	W442
3rd row	KE0376
4th row	CC00302
5th row	NotTagged_0113

Value	Count	Frequency (%)
kes1306	117	0.7%
4858	90	0.5%
ke8098	81	0.5%
ke6133	81	0.5%
ke7799	75	0.4%
ke7358	74	0.4%
kes0447	72	0.4%
ke5559	69	0.4%
ke6245	68	0.4%
ke5630	67	0.4%
Other values (8126)	17152	95.6%

Most occurring characters

Value	Count	Frequency (%)
K	14821	13.4%
E	14723	13.3%
0	9088	8.2%
1	8457	7.6%
6	7882	7.1%
7	7604	6.9%
3	7547	6.8%
8	7370	6.7%
5	6623	6.0%
4	5821	5.3%
Other values (35)	20634	18.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	71334	64.5%
Uppercase Letter	34997	31.7%
Lowercase Letter	3789	3.4%
Connector Punctuation	441	0.4%
Space Separator	9	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
K	14821	42.3%
E	14723	42.1%
S	4030	11.5%
N	437	1.2%
T	425	1.2%
B	146	0.4%
C	109	0.3%
A	106	0.3%
L	74	0.2%
H	62	0.2%
Other values (8)	64	0.2%

Lowercase Letter

Value	Count	Frequency (%)
g	869	22.9%
e	631	16.7%
o	497	13.1%
t	459	12.1%
a	450	11.9%
d	440	11.6%
k	144	3.8%
n	119	3.1%
s	110	2.9%
i	24	0.6%
Other values (5)	46	1.2%

Decimal Number

Value	Count	Frequency (%)
0	9088	12.7%
1	8457	11.9%
6	7882	11.0%
7	7604	10.7%
3	7547	10.6%
8	7370	10.3%
5	6623	9.3%
4	5821	8.2%
2	5786	8.1%
9	5156	7.2%

Connector Punctuation

Value	Count	Frequency (%)
_	441	100.0%

Space Separator

Value	Count	Frequency (%)
	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	71784	64.9%
Latin	38786	35.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
K	14821	38.2%
E	14723	38.0%
S	4030	10.4%
g	869	2.2%
e	631	1.6%
o	497	1.3%
t	459	1.2%
a	450	1.2%
d	440	1.1%
N	437	1.1%
Other values (23)	1429	3.7%

Common

Value	Count	Frequency (%)
0	9088	12.7%
1	8457	11.8%
6	7882	11.0%
7	7604	10.6%
3	7547	10.5%
8	7370	10.3%
5	6623	9.2%
4	5821	8.1%
2	5786	8.1%
9	5156	7.2%
Other values (2)	450	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	110570	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
K	14821	13.4%
E	14723	13.3%
0	9088	8.2%
1	8457	7.6%
6	7882	7.1%
7	7604	6.9%
3	7547	6.8%
8	7370	6.7%
5	6623	6.0%
4	5821	5.3%
Other values (35)	20634	18.7%

Tag_2
Text

MISSING

Distinct	246
Distinct (%)	5.0%
Missing	13151
Missing (%)	72.8%
Memory size	141.2 KiB

Length

Max length	12
Median length	4
Mean length	4.1407045
Min length	4

Characters and Unicode

Total characters	20335
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	218 ?
Unique (%)	4.4%

Sample

1st row	KE6344
2nd row	KEB7571
3rd row	NONE
4th row	none
5th row	none

Value	Count	Frequency (%)
none	4626	94.2%
3841	5	0.1%
keb7600	4	0.1%
ke6247	4	0.1%
e4496	4	0.1%
keb7536	4	0.1%
w446	3	0.1%
ke6444	3	0.1%
keb8295	3	0.1%
ke6306	3	0.1%
Other values (235)	252	5.1%

Most occurring characters

Value	Count	Frequency (%)
n	8389	41.3%
e	4195	20.6%
o	4194	20.6%
N	864	4.2%
E	674	3.3%
O	432	2.1%
K	239	1.2%
0	194	1.0%
1	142	0.7%
8	130	0.6%
Other values (24)	882	4.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16790	82.6%
Uppercase Letter	2411	11.9%
Decimal Number	1133	5.6%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	8389	50.0%
e	4195	25.0%
o	4194	25.0%
i	2	< 0.1%
s	2	< 0.1%
a	2	< 0.1%
t	1	< 0.1%
k	1	< 0.1%
g	1	< 0.1%
d	1	< 0.1%
Other values (2)	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	864	35.8%
E	674	28.0%
O	432	17.9%
K	239	9.9%
B	112	4.6%
L	72	3.0%
S	8	0.3%
C	4	0.2%
W	3	0.1%
A	2	0.1%

Decimal Number

Value	Count	Frequency (%)
0	194	17.1%
1	142	12.5%
8	130	11.5%
7	125	11.0%
2	104	9.2%
4	97	8.6%
6	97	8.6%
5	96	8.5%
3	86	7.6%
9	62	5.5%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	19201	94.4%
Common	1134	5.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	8389	43.7%
e	4195	21.8%
o	4194	21.8%
N	864	4.5%
E	674	3.5%
O	432	2.2%
K	239	1.2%
B	112	0.6%
L	72	0.4%
S	8	< 0.1%
Other values (13)	22	0.1%

Common

Value	Count	Frequency (%)
0	194	17.1%
1	142	12.5%
8	130	11.5%
7	125	11.0%
2	104	9.2%
4	97	8.6%
6	97	8.6%
5	96	8.5%
3	86	7.6%
9	62	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20335	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	8389	41.3%
e	4195	20.6%
o	4194	20.6%
N	864	4.2%
E	674	3.3%
O	432	2.1%
K	239	1.2%
0	194	1.0%
1	142	0.7%
8	130	0.6%
Other values (24)	882	4.3%

Lost_Tags
Text

MISSING

Distinct	167
Distinct (%)	18.1%
Missing	17137
Missing (%)	94.9%
Memory size	141.2 KiB

Length

Max length	17
Median length	6
Mean length	5.8897297
Min length	4

Characters and Unicode

Total characters	5448
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	57 ?
Unique (%)	6.2%

Sample

1st row	3641
2nd row	KE5963
3rd row	KE6375
4th row	KE5571
5th row	KE5869

Value	Count	Frequency (%)
ke6491	116	12.5%
ke5571	75	8.1%
ke6375	56	6.0%
ke1457	26	2.8%
ke1436	24	2.6%
ke7164	23	2.5%
ke7716	22	2.4%
ke8122	20	2.1%
ke1805	19	2.0%
ke1638	17	1.8%
Other values (159)	533	57.3%

Most occurring characters

Value	Count	Frequency (%)
K	852	15.6%
E	825	15.1%
1	698	12.8%
5	472	8.7%
6	445	8.2%
4	432	7.9%
7	395	7.3%
3	329	6.0%
9	265	4.9%
8	229	4.2%
Other values (8)	506	9.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3688	67.7%
Uppercase Letter	1751	32.1%
Space Separator	6	0.1%
Math Symbol	3	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	698	18.9%
5	472	12.8%
6	445	12.1%
4	432	11.7%
7	395	10.7%
3	329	8.9%
9	265	7.2%
8	229	6.2%
0	227	6.2%
2	196	5.3%

Uppercase Letter

Value	Count	Frequency (%)
K	852	48.7%
E	825	47.1%
S	36	2.1%
A	27	1.5%
C	10	0.6%
Y	1	0.1%

Space Separator

Value	Count	Frequency (%)
	6	100.0%

Math Symbol

Value	Count	Frequency (%)
+	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3697	67.9%
Latin	1751	32.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	698	18.9%
5	472	12.8%
6	445	12.0%
4	432	11.7%
7	395	10.7%
3	329	8.9%
9	265	7.2%
8	229	6.2%
0	227	6.1%
2	196	5.3%
Other values (2)	9	0.2%

Latin

Value	Count	Frequency (%)
K	852	48.7%
E	825	47.1%
S	36	2.1%
A	27	1.5%
C	10	0.6%
Y	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5448	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
K	852	15.6%
E	825	15.1%
1	698	12.8%
5	472	8.7%
6	445	8.2%
4	432	7.9%
7	395	7.3%
3	329	6.0%
9	265	4.9%
8	229	4.2%
Other values (8)	506	9.3%

T_Number
Text

MISSING

Distinct	38
Distinct (%)	100.0%
Missing	18024
Missing (%)	99.8%
Memory size	141.2 KiB

Length

Max length	19
Median length	4
Mean length	4.6052632
Min length	4

Characters and Unicode

Total characters	175
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	100.0%

Sample

1st row	T-123
2nd row	T501
3rd row	T002
4th row	T559
5th row	T558

Value	Count	Frequency (%)
t126	1	2.4%
t476	1	2.4%
t-123	1	2.4%
t564	1	2.4%
t501	1	2.4%
t002	1	2.4%
t559	1	2.4%
t558	1	2.4%
t562	1	2.4%
t561	1	2.4%
Other values (32)	32	76.2%

Most occurring characters

Value	Count	Frequency (%)
T	38	21.7%
4	25	14.3%
0	14	8.0%
6	13	7.4%
5	12	6.9%
7	11	6.3%
1	9	5.1%
2	9	5.1%
9	9	5.1%
-	8	4.6%
Other values (14)	27	15.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	111	63.4%
Uppercase Letter	50	28.6%
Dash Punctuation	8	4.6%
Space Separator	4	2.3%
Lowercase Letter	2	1.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	38	76.0%
I	3	6.0%
F	1	2.0%
N	1	2.0%
D	1	2.0%
O	1	2.0%
U	1	2.0%
W	1	2.0%
H	1	2.0%
A	1	2.0%

Decimal Number

Value	Count	Frequency (%)
4	25	22.5%
0	14	12.6%
6	13	11.7%
5	12	10.8%
7	11	9.9%
1	9	8.1%
2	9	8.1%
9	9	8.1%
8	5	4.5%
3	4	3.6%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Lowercase Letter

Value	Count	Frequency (%)
t	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	123	70.3%
Latin	52	29.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	38	73.1%
I	3	5.8%
t	2	3.8%
F	1	1.9%
N	1	1.9%
D	1	1.9%
O	1	1.9%
U	1	1.9%
W	1	1.9%
H	1	1.9%
Other values (2)	2	3.8%

Common

Value	Count	Frequency (%)
4	25	20.3%
0	14	11.4%
6	13	10.6%
5	12	9.8%
7	11	8.9%
1	9	7.3%
2	9	7.3%
9	9	7.3%
-	8	6.5%
8	5	4.1%
Other values (2)	8	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	175	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	38	21.7%
4	25	14.3%
0	14	8.0%
6	13	7.4%
5	12	6.9%
7	11	6.3%
1	9	5.1%
2	9	5.1%
9	9	5.1%
-	8	4.6%
Other values (14)	27	15.4%

CCL_cm
Real number (ℝ)

HIGH CORRELATION

Distinct	1338
Distinct (%)	7.4%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	43.09039

Minimum	2
Maximum	122.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.2 KiB

Quantile statistics

Minimum	2
5-th percentile	30.5
Q1	36.33
median	41.3
Q3	47
95-th percentile	64.1405
Maximum	122.75
Range	120.75
Interquartile range (IQR)	10.67

Descriptive statistics

Standard deviation	11.004251
Coefficient of variation (CV)	0.25537599
Kurtosis	4.9892171
Mean	43.09039
Median Absolute Deviation (MAD)	5.3
Skewness	1.3487914
Sum	777264.46
Variance	121.09354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	172	1.0%
41	150	0.8%
42	142	0.8%
39	142	0.8%
41.5	142	0.8%
43	137	0.8%
42.5	134	0.7%
40.5	133	0.7%
39.5	133	0.7%
44	123	0.7%
Other values (1328)	16630	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	< 0.1%
3.5	1	< 0.1%
3.8	1	< 0.1%
4	2	< 0.1%
4.3	3	< 0.1%
4.4	5	< 0.1%
4.5	16	0.1%
4.6	3	< 0.1%
4.7	4	< 0.1%
4.8	5	< 0.1%

Value	Count	Frequency (%)
122.75	1	< 0.1%
119.1	1	< 0.1%
119	1	< 0.1%
113.8	1	< 0.1%
112	2	< 0.1%
111.8	1	< 0.1%
111.5	1	< 0.1%
110	1	< 0.1%
108.8	1	< 0.1%
108.5	1	< 0.1%

CCW_cm
Real number (ℝ)

HIGH CORRELATION

Distinct	1262
Distinct (%)	7.0%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	40.253904

Minimum	2
Maximum	106
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.2 KiB

Quantile statistics

Minimum	2
5-th percentile	28.2
Q1	34
median	39.3
Q3	44.1
95-th percentile	58.7
Maximum	106
Range	104
Interquartile range (IQR)	10.1

Descriptive statistics

Standard deviation	9.9330578
Coefficient of variation (CV)	0.24676011
Kurtosis	4.9275772
Mean	40.253904
Median Absolute Deviation (MAD)	5.1
Skewness	1.2072039
Sum	725979.16
Variance	98.665638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	183	1.0%
38	149	0.8%
39	145	0.8%
42	142	0.8%
41	139	0.8%
38.5	136	0.8%
41.5	130	0.7%
37	126	0.7%
40.5	125	0.7%
39.5	123	0.7%
Other values (1252)	16637	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	3	< 0.1%
3.5	1	< 0.1%
3.6	3	< 0.1%
4	7	< 0.1%
4.1	3	< 0.1%
4.2	10	0.1%
4.3	13	0.1%
4.4	7	< 0.1%
4.45	1	< 0.1%
4.5	3	< 0.1%

Value	Count	Frequency (%)
106	1	< 0.1%
103.5	1	< 0.1%
103	1	< 0.1%
102.6	1	< 0.1%
102.3	1	< 0.1%
101.8	1	< 0.1%
101.7	1	< 0.1%
100.6	1	< 0.1%
100	2	< 0.1%
99.8	1	< 0.1%

Weight_Kg
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1937
Distinct (%)	15.3%
Missing	5409
Missing (%)	29.9%
Infinite	0
Infinite (%)	0.0%
Mean	9.8507311

Minimum	0.02
Maximum	140
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.2 KiB

Quantile statistics

Minimum	0.02
5-th percentile	3.04
Q1	5
median	7.5
Q3	10.8
95-th percentile	25.21
Maximum	140
Range	139.98
Interquartile range (IQR)	5.8

Descriptive statistics

Standard deviation	9.7373782
Coefficient of variation (CV)	0.98849295
Kurtosis	42.580834
Mean	9.8507311
Median Absolute Deviation (MAD)	2.72
Skewness	5.240521
Sum	124641.3
Variance	94.816534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	240	1.3%
4.5	239	1.3%
6.5	237	1.3%
5.5	221	1.2%
7.5	210	1.2%
6	199	1.1%
5	191	1.1%
9.5	178	1.0%
4	176	1.0%
8	168	0.9%
Other values (1927)	10594	58.7%
(Missing)	5409	29.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.02	1	< 0.1%
0.03	7	< 0.1%
0.04	1	< 0.1%
0.05	2	< 0.1%
0.08	1	< 0.1%
0.1	22	0.1%
0.13	1	< 0.1%
0.15	6	< 0.1%
0.18	1	< 0.1%
0.19	1	< 0.1%

Value	Count	Frequency (%)
140	1	< 0.1%
138.7	1	< 0.1%
136	1	< 0.1%
131.4	1	< 0.1%
127	1	< 0.1%
126.6	1	< 0.1%
124.8	1	< 0.1%
124.6	1	< 0.1%
122	1	< 0.1%
121.4	1	< 0.1%

Sex
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	4330
Missing (%)	24.0%
Memory size	141.2 KiB

Unknown	13578
Female	113
Male	39
Not_Recorded	2

Length

Max length	12
Median length	7
Mean length	6.983979
Min length	4

Characters and Unicode

Total characters	95904
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unknown
2nd row	Unknown
3rd row	Unknown
4th row	Unknown
5th row	Unknown

Common Values

Value	Count	Frequency (%)
Unknown	13578	75.2%
Female	113	0.6%
Male	39	0.2%
Not_Recorded	2	< 0.1%
(Missing)	4330	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
unknown	13578	98.9%
female	113	0.8%
male	39	0.3%
not_recorded	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	40734	42.5%
o	13582	14.2%
U	13578	14.2%
k	13578	14.2%
w	13578	14.2%
e	269	0.3%
a	152	0.2%
l	152	0.2%
m	113	0.1%
F	113	0.1%
Other values (8)	55	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	82168	85.7%
Uppercase Letter	13734	14.3%
Connector Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	40734	49.6%
o	13582	16.5%
k	13578	16.5%
w	13578	16.5%
e	269	0.3%
a	152	0.2%
l	152	0.2%
m	113	0.1%
d	4	< 0.1%
t	2	< 0.1%
Other values (2)	4	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
U	13578	98.9%
F	113	0.8%
M	39	0.3%
N	2	< 0.1%
R	2	< 0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	95902	> 99.9%
Common	2	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	40734	42.5%
o	13582	14.2%
U	13578	14.2%
k	13578	14.2%
w	13578	14.2%
e	269	0.3%
a	152	0.2%
l	152	0.2%
m	113	0.1%
F	113	0.1%
Other values (7)	53	0.1%

Common

Value	Count	Frequency (%)
_	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	95904	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	40734	42.5%
o	13582	14.2%
U	13578	14.2%
k	13578	14.2%
w	13578	14.2%
e	269	0.3%
a	152	0.2%
l	152	0.2%
m	113	0.1%
F	113	0.1%
Other values (8)	55	0.1%

TurtleCharacteristics
Text

Distinct	16342
Distinct (%)	90.7%
Missing	52
Missing (%)	0.3%
Memory size	141.2 KiB

Length

Max length	255
Median length	199
Mean length	83.438423
Min length	1

Characters and Unicode

Total characters	1502726
Distinct characters	97
Distinct categories	15 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15902 ?
Unique (%)	88.3%

Sample

1st row	algae at rear of shell
2nd row	multiple b's on front flippers& a lot of algae growth on shall - mostly towards rear
3rd row	clean
4th row	1 b 3 CS+ calcerous algae at rear end of shell+ 9/10+ 10/11 RM has chips+ 9/10 LM has chip+ Left supracaudal is broken a bit at the end+ RF flipper is 1/2 missing and LF flipper the end is mising+ 'nails' are growing at the ends. Ends of RR and LR flip a
5th row	very lively+ right eye is hanging out + swollen+ left eye is closed + bleeding-possible from a speargun or infection or virus+ hump in 2 LLS + 2/3 CS

Value	Count	Frequency (%)
on	26805	10.2%
algae	12319	4.7%
the	11898	4.5%
carapace	10133	3.9%
and	9674	3.7%
green	7489	2.9%
of	7423	2.8%
plastron	6309	2.4%
small	5803	2.2%
barnacles	5686	2.2%
Other values (7020)	158366	60.5%

Most occurring characters

Value	Count	Frequency (%)
	240435	16.0%
a	144069	9.6%
e	129667	8.6%
n	102130	6.8%
l	78779	5.2%
r	78344	5.2%
o	76245	5.1%
t	70943	4.7%
s	66077	4.4%
c	61239	4.1%
Other values (87)	454798	30.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1112824	74.1%
Space Separator	240435	16.0%
Uppercase Letter	77609	5.2%
Other Punctuation	38056	2.5%
Decimal Number	20351	1.4%
Control	5570	0.4%
Dash Punctuation	2918	0.2%
Math Symbol	2321	0.2%
Open Punctuation	1328	0.1%
Close Punctuation	1306	0.1%
Other values (5)	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	144069	12.9%
e	129667	11.7%
n	102130	9.2%
l	78779	7.1%
r	78344	7.0%
o	76245	6.9%
t	70943	6.4%
s	66077	5.9%
c	61239	5.5%
h	49715	4.5%
Other values (16)	255616	23.0%

Uppercase Letter

Value	Count	Frequency (%)
S	13766	17.7%
F	11035	14.2%
L	11003	14.2%
R	9704	12.5%
C	5018	6.5%
M	4908	6.3%
T	4145	5.3%
G	3493	4.5%
N	3214	4.1%
B	3208	4.1%
Other values (16)	8115	10.5%

Other Punctuation

Value	Count	Frequency (%)
.	24839	65.3%
&	7773	20.4%
,	3791	10.0%
/	767	2.0%
'	643	1.7%
"	104	0.3%
;	47	0.1%
:	33	0.1%
%	29	0.1%
?	11	< 0.1%
Other values (5)	19	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	6973	34.3%
2	2723	13.4%
5	1894	9.3%
3	1818	8.9%
0	1586	7.8%
4	1511	7.4%
9	1244	6.1%
8	1046	5.1%
7	817	4.0%
6	739	3.6%

Math Symbol

Value	Count	Frequency (%)
+	2213	95.3%
=	54	2.3%
>	46	2.0%
\|	6	0.3%
~	1	< 0.1%
<	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	1296	99.2%
]	9	0.7%
}	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1312	98.8%
[	16	1.2%

Modifier Symbol

Value	Count	Frequency (%)
`	2	66.7%
^	1	33.3%

Space Separator

Value	Count	Frequency (%)
	240435	100.0%

Control

Value	Count	Frequency (%)
	5570	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2918	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	2	100.0%

Other Symbol

Value	Count	Frequency (%)
®	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1190433	79.2%
Common	312293	20.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	144069	12.1%
e	129667	10.9%
n	102130	8.6%
l	78779	6.6%
r	78344	6.6%
o	76245	6.4%
t	70943	6.0%
s	66077	5.6%
c	61239	5.1%
h	49715	4.2%
Other values (42)	333225	28.0%

Common

Value	Count	Frequency (%)
	240435	77.0%
.	24839	8.0%
&	7773	2.5%
1	6973	2.2%
	5570	1.8%
,	3791	1.2%
-	2918	0.9%
2	2723	0.9%
+	2213	0.7%
5	1894	0.6%
Other values (35)	13164	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1502724	> 99.9%
None	1	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	240435	16.0%
a	144069	9.6%
e	129667	8.6%
n	102130	6.8%
l	78779	5.2%
r	78344	5.2%
o	76245	5.1%
t	70943	4.7%
s	66077	4.4%
c	61239	4.1%
Other values (85)	454796	30.3%

None

Value	Count	Frequency (%)
®	1	100.0%

Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Status
Text

MISSING

Distinct	439
Distinct (%)	3.0%
Missing	3633
Missing (%)	20.1%
Memory size	141.2 KiB

Length

Max length	250
Median length	8
Mean length	9.1355603
Min length	1

Characters and Unicode

Total characters	131817
Distinct characters	71
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	401 ?
Unique (%)	2.8%

Sample

1st row	Released
2nd row	Released
3rd row	Released
4th row	Released
5th row	Released

Value	Count	Frequency (%)
released	13610	76.7%
on	312	1.8%
admitted	292	1.6%
small	99	0.6%
algae	96	0.5%
and	91	0.5%
of	91	0.5%
the	81	0.5%
	73	0.4%
b	71	0.4%
Other values (593)	2937	16.5%

Most occurring characters

Value	Count	Frequency (%)
e	42654	32.4%
a	15101	11.5%
s	14679	11.1%
l	14664	11.1%
d	14662	11.1%
R	13851	10.5%
	3862	2.9%
t	1478	1.1%
n	1199	0.9%
o	1014	0.8%
Other values (61)	8653	6.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	111619	84.7%
Uppercase Letter	15194	11.5%
Space Separator	3862	2.9%
Decimal Number	546	0.4%
Other Punctuation	382	0.3%
Math Symbol	92	0.1%
Dash Punctuation	43	< 0.1%
Connector Punctuation	28	< 0.1%
Open Punctuation	25	< 0.1%
Close Punctuation	25	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	42654	38.2%
a	15101	13.5%
s	14679	13.2%
l	14664	13.1%
d	14662	13.1%
t	1478	1.3%
n	1199	1.1%
o	1014	0.9%
i	1010	0.9%
r	933	0.8%
Other values (16)	4225	3.8%

Uppercase Letter

Value	Count	Frequency (%)
R	13851	91.2%
S	313	2.1%
L	300	2.0%
A	296	1.9%
M	125	0.8%
F	125	0.8%
C	84	0.6%
B	45	0.3%
N	29	0.2%
T	6	< 0.1%
Other values (9)	20	0.1%

Decimal Number

Value	Count	Frequency (%)
1	187	34.2%
2	82	15.0%
3	74	13.6%
4	53	9.7%
5	40	7.3%
0	33	6.0%
9	28	5.1%
8	22	4.0%
6	15	2.7%
7	12	2.2%

Other Punctuation

Value	Count	Frequency (%)
&	242	63.4%
.	76	19.9%
'	37	9.7%
/	21	5.5%
?	3	0.8%
:	2	0.5%
…	1	0.3%

Math Symbol

Value	Count	Frequency (%)
+	89	96.7%
>	3	3.3%

Close Punctuation

Value	Count	Frequency (%)
)	24	96.0%
]	1	4.0%

Space Separator

Value	Count	Frequency (%)
	3862	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	43	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	28	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	25	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	126813	96.2%
Common	5004	3.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	42654	33.6%
a	15101	11.9%
s	14679	11.6%
l	14664	11.6%
d	14662	11.6%
R	13851	10.9%
t	1478	1.2%
n	1199	0.9%
o	1014	0.8%
i	1010	0.8%
Other values (35)	6501	5.1%

Common

Value	Count	Frequency (%)
	3862	77.2%
&	242	4.8%
1	187	3.7%
+	89	1.8%
2	82	1.6%
.	76	1.5%
3	74	1.5%
4	53	1.1%
-	43	0.9%
5	40	0.8%
Other values (16)	256	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	131816	> 99.9%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	42654	32.4%
a	15101	11.5%
s	14679	11.1%
l	14664	11.1%
d	14662	11.1%
R	13851	10.5%
	3862	2.9%
t	1478	1.1%
n	1199	0.9%
o	1014	0.8%
Other values (60)	8652	6.6%

Punctuation

Value	Count	Frequency (%)
…	1	100.0%

ReleaseSite
Text

Distinct	271
Distinct (%)	1.5%
Missing	75
Missing (%)	0.4%
Memory size	141.2 KiB

Length

Max length	168
Median length	14
Mean length	14.089731
Min length	5

Characters and Unicode

Total characters	253432
Distinct characters	58
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	198 ?
Unique (%)	1.1%

Sample

1st row	ReleaseSite_50
2nd row	ReleaseSite_62
3rd row	ReleaseSite_50
4th row	ReleaseSite_50
5th row	ReleaseSite_62

Value	Count	Frequency (%)
releasesite_62	9951	52.3%
releasesite_11	2091	11.0%
releasesite_18	1603	8.4%
releasesite_68	1596	8.4%
releasesite_50	566	3.0%
releasesite_19	433	2.3%
releasesite_0	273	1.4%
releasesite_8	233	1.2%
released	214	1.1%
on	113	0.6%
Other values (377)	1936	10.2%

Most occurring characters

Value	Count	Frequency (%)
e	71370	28.2%
a	18204	7.2%
s	18121	7.2%
l	18084	7.1%
t	17871	7.1%
R	17844	7.0%
i	17807	7.0%
S	17664	7.0%
_	17563	6.9%
6	11733	4.6%
Other values (48)	27171	10.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	164084	64.7%
Uppercase Letter	35740	14.1%
Decimal Number	34688	13.7%
Connector Punctuation	17563	6.9%
Space Separator	1238	0.5%
Other Punctuation	96	< 0.1%
Math Symbol	8	< 0.1%
Dash Punctuation	6	< 0.1%
Open Punctuation	5	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	71370	43.5%
a	18204	11.1%
s	18121	11.0%
l	18084	11.0%
t	17871	10.9%
i	17807	10.9%
n	429	0.3%
d	368	0.2%
o	340	0.2%
r	262	0.2%
Other values (15)	1228	0.7%

Uppercase Letter

Value	Count	Frequency (%)
R	17844	49.9%
S	17664	49.4%
L	90	0.3%
F	49	0.1%
M	42	0.1%
C	30	0.1%
B	16	< 0.1%
A	2	< 0.1%
V	1	< 0.1%
D	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
6	11733	33.8%
2	10119	29.2%
1	6415	18.5%
8	3480	10.0%
0	905	2.6%
5	842	2.4%
9	468	1.3%
7	398	1.1%
3	237	0.7%
4	91	0.3%

Other Punctuation

Value	Count	Frequency (%)
&	69	71.9%
.	11	11.5%
'	8	8.3%
/	6	6.2%
?	2	2.1%

Math Symbol

Value	Count	Frequency (%)
+	7	87.5%
>	1	12.5%

Connector Punctuation

Value	Count	Frequency (%)
_	17563	100.0%

Space Separator

Value	Count	Frequency (%)
	1238	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	199824	78.8%
Common	53608	21.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	71370	35.7%
a	18204	9.1%
s	18121	9.1%
l	18084	9.0%
t	17871	8.9%
R	17844	8.9%
i	17807	8.9%
S	17664	8.8%
n	429	0.2%
d	368	0.2%
Other values (26)	2062	1.0%

Common

Value	Count	Frequency (%)
_	17563	32.8%
6	11733	21.9%
2	10119	18.9%
1	6415	12.0%
8	3480	6.5%
	1238	2.3%
0	905	1.7%
5	842	1.6%
9	468	0.9%
7	398	0.7%
Other values (12)	447	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	253432	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	71370	28.2%
a	18204	7.2%
s	18121	7.2%
l	18084	7.1%
t	17871	7.1%
R	17844	7.0%
i	17807	7.0%
S	17664	7.0%
_	17563	6.9%
6	11733	4.6%
Other values (48)	27171	10.7%

Date_TimeRelease
Text

MISSING

Distinct	3008
Distinct (%)	25.2%
Missing	6108
Missing (%)	33.8%
Memory size	141.2 KiB

Length

Max length	143
Median length	8
Mean length	8.3081814
Min length	1

Characters and Unicode

Total characters	99316
Distinct characters	55
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	791 ?
Unique (%)	6.6%

Sample

1st row	22/12/00
2nd row	28/10/01
3rd row	01/11/01
4th row	11/03/02
5th row	08/08/02

Value	Count	Frequency (%)
releasesite_62	147	1.2%
released	88	0.7%
on	48	0.4%
releasesite_50	45	0.4%
releasesite_19	27	0.2%
04/11/11	24	0.2%
03/11/11	21	0.2%
05/10/11	20	0.2%
releasesite_18	20	0.2%
18/11/17	19	0.2%
Other values (3094)	11900	96.3%

Most occurring characters

Value	Count	Frequency (%)
1	23423	23.6%
/	22984	23.1%
0	13902	14.0%
2	9027	9.1%
3	3896	3.9%
8	3618	3.6%
6	3444	3.5%
4	3440	3.5%
5	3363	3.4%
7	3281	3.3%
Other values (45)	8938	9.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	69554	70.0%
Other Punctuation	23000	23.2%
Lowercase Letter	5153	5.2%
Uppercase Letter	802	0.8%
Space Separator	496	0.5%
Connector Punctuation	290	0.3%
Math Symbol	10	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%
Dash Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1628	31.6%
a	573	11.1%
s	529	10.3%
l	511	9.9%
t	420	8.2%
i	398	7.7%
n	178	3.5%
d	147	2.9%
o	139	2.7%
r	116	2.3%
Other values (13)	514	10.0%

Decimal Number

Value	Count	Frequency (%)
1	23423	33.7%
0	13902	20.0%
2	9027	13.0%
3	3896	5.6%
8	3618	5.2%
6	3444	5.0%
4	3440	4.9%
5	3363	4.8%
7	3281	4.7%
9	2160	3.1%

Uppercase Letter

Value	Count	Frequency (%)
R	402	50.1%
S	316	39.4%
F	30	3.7%
L	25	3.1%
C	12	1.5%
M	10	1.2%
B	4	0.5%
E	2	0.2%
P	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
/	22984	99.9%
&	11	< 0.1%
.	3	< 0.1%
'	1	< 0.1%
%	1	< 0.1%

Math Symbol

Value	Count	Frequency (%)
+	8	80.0%
>	1	10.0%
=	1	10.0%

Space Separator

Value	Count	Frequency (%)
	496	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	290	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	93361	94.0%
Latin	5955	6.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1628	27.3%
a	573	9.6%
s	529	8.9%
l	511	8.6%
t	420	7.1%
R	402	6.8%
i	398	6.7%
S	316	5.3%
n	178	3.0%
d	147	2.5%
Other values (22)	853	14.3%

Common

Value	Count	Frequency (%)
1	23423	25.1%
/	22984	24.6%
0	13902	14.9%
2	9027	9.7%
3	3896	4.2%
8	3618	3.9%
6	3444	3.7%
4	3440	3.7%
5	3363	3.6%
7	3281	3.5%
Other values (13)	2983	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	23423	23.6%
/	22984	23.1%
0	13902	14.0%
2	9027	9.1%
3	3896	3.9%
8	3618	3.6%
6	3444	3.5%
4	3440	3.5%
5	3363	3.4%
7	3281	3.3%
Other values (45)	8938	9.0%

Auto

Heatmap
Table

	CCL_cm	CCW_cm	Weight_Kg	Researcher	CaptureSite	ForagingGround	CaptureMethod	LandingSite	Species	Sex
CCL_cm	1.000	0.978	0.964	0.084	0.156	0.159	0.137	0.125	0.295	0.492
CCW_cm	0.978	1.000	0.955	0.082	0.154	0.152	0.137	0.120	0.303	0.517
Weight_Kg	0.964	0.955	1.000	0.000	0.099	0.102	0.161	0.066	0.294	0.527
Researcher	0.084	0.082	0.000	1.000	0.079	0.070	0.142	0.093	0.127	0.000
CaptureSite	0.156	0.154	0.099	0.079	1.000	0.692	0.204	0.999	0.260	0.113
ForagingGround	0.159	0.152	0.102	0.070	0.692	1.000	0.159	0.692	0.198	0.084
CaptureMethod	0.137	0.137	0.161	0.142	0.204	0.159	1.000	0.211	0.105	0.131
LandingSite	0.125	0.120	0.066	0.093	0.999	0.692	0.211	1.000	0.155	0.071
Species	0.295	0.303	0.294	0.127	0.260	0.198	0.105	0.155	1.000	0.321
Sex	0.492	0.517	0.527	0.000	0.113	0.084	0.131	0.071	0.321	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Rescue_ID	Date_TimeCaught	Researcher	CaptureSite	ForagingGround	CaptureMethod	Fisher	LandingSite	Species	Tag_1	Tag_2	Lost_Tags	T_Number	CCL_cm	CCW_cm	Weight_Kg	Sex	TurtleCharacteristics	Status	ReleaseSite	Date_TimeRelease
0	2000_RE_0060	2000-12-22	Researcher_25	CaptureSite_0	Ocean	Net	Fisher_1072	LandingSite_CaptureSiteCategory_2	Species_6	CC00147	NaN	NaN	NaN	64.70	62.60	NaN	Unknown	algae at rear of shell	Released	ReleaseSite_50	22/12/00
1	2001_RE_0187	2001-10-28	Researcher_6	CaptureSite_0	Ocean	Net	Fisher_520	LandingSite_CaptureSiteCategory_2	Species_6	W442	NaN	NaN	NaN	35.85	31.35	NaN	Unknown	multiple b's on front flippers& a lot of algae growth on shall - mostly towards rear	Released	ReleaseSite_62	28/10/01
2	2001_RE_0197	2001-11-01	Researcher_6	CaptureSite_0	Ocean	Net	Fisher_1669	LandingSite_CaptureSiteCategory_2	Species_5	KE0376	NaN	NaN	NaN	51.80	49.20	NaN	Unknown	clean	Released	ReleaseSite_50	01/11/01
3	2002_RE_0031	2002-03-11	Researcher_32	CaptureSite_0	Ocean	Net	Fisher_1798	LandingSite_CaptureSiteCategory_2	Species_6	CC00302	NaN	NaN	NaN	60.50	59.00	NaN	Unknown	1 b 3 CS+ calcerous algae at rear end of shell+ 9/10+ 10/11 RM has chips+ 9/10 LM has chip+ Left supracaudal is broken a bit at the end+ RF flipper is 1/2 missing and LF flipper the end is mising+ 'nails' are growing at the ends. Ends of RR and LR flip a	Released	ReleaseSite_50	11/03/02
4	2002_RE_0118	2002-08-08	Researcher_25	CaptureSite_0	Ocean	Beached	Fisher_1918	LandingSite_CaptureSiteCategory_2	Species_5	NotTagged_0113	NaN	NaN	NaN	34.70	33.00	NaN	Unknown	very lively+ right eye is hanging out + swollen+ left eye is closed + bleeding-possible from a speargun or infection or virus+ hump in 2 LLS + 2/3 CS	Released	ReleaseSite_62	08/08/02
5	2002_RE_0119	2002-08-10	Researcher_25	CaptureSite_0	Ocean	Not_Recorded	Fisher_1918	LandingSite_CaptureSiteCategory_2	Species_5	NotTagged_0114	NaN	NaN	NaN	33.20	30.70	NaN	Unknown	large chip 6 LM	Released	ReleaseSite_8	10/08/02
6	2002_RE_0214	2002-10-21	Researcher_25	CaptureSite_0	Ocean	Net	Fisher_2013	LandingSite_CaptureSiteCategory_2	Species_6	KA460	NaN	NaN	NaN	37.40	33.50	NaN	Unknown	green and whitish-pink calcerous algae growth towards rear end of shell+ small mark on top of head+ small scar on nuchal+ small b's on flippers and neck.	Released	ReleaseSite_62	21/10/02
7	2002_RE_0215	2002-10-21	Researcher_25	CaptureSite_0	Ocean	Net	Fisher_1815	LandingSite_CaptureSiteCategory_2	Species_6	KA442	NaN	NaN	NaN	40.30	37.20	NaN	Unknown	calcerous algae growth-especially rear end and some red algae+ 1 RMS is split+ 7 RMS has a chip+ 8 LMS has a chip+ 10 RMS has a hole+ 10 LMS has a small chip+ small hole 2 CS	Released	ReleaseSite_50	21/10/02
8	2002_RE_0218	2002-10-22	Researcher_30	CaptureSite_0	Ocean	Net	Fisher_1815	LandingSite_CaptureSiteCategory_2	Species_5	KA466	NaN	NaN	NaN	44.00	43.20	NaN	Unknown	clean shell	Released	ReleaseSite_50	22/10/02
9	2003_RE_0187	2003-06-09	Researcher_32	CaptureSite_0	Ocean	Net	Fisher_1066	LandingSite_CaptureSiteCategory_2	Species_5	KE1184	NaN	NaN	NaN	48.30	43.30	NaN	Unknown	10 LMS has a small chip& right rear flipper is 3/4 missing& 11 RMS has a small chip& pink calcerous algae growth on left supra.	Released	ReleaseSite_62	NaN

	Rescue_ID	Date_TimeCaught	Researcher	CaptureSite	ForagingGround	CaptureMethod	Fisher	LandingSite	Species	Tag_1	Tag_2	Lost_Tags	T_Number	CCL_cm	CCW_cm	Weight_Kg	Sex	TurtleCharacteristics	Status	ReleaseSite	Date_TimeRelease
18052	2018_RE_1496	2018-12-16	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1343	LandingSite_CaptureSiteCategory_1	Species_6	KE8098	none	NaN	NaN	52.90	49.40	18.70	Unknown	Green algae on carapace\nMissing tip of RRF\nShell flaking slightly	Released	ReleaseSite_68	16/12/18
18053	2018_RE_1497	2018-12-16	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1472	LandingSite_CaptureSiteCategory_1	Species_6	KES1492	none	NaN	NaN	37.00	34.03	5.55	Unknown	Light pinkish calcareous algae on plastron\nLight green algae on carapace	Released	ReleaseSite_68	16/12/18
18054	2018_RE_1507	2018-12-17	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1216	LandingSite_CaptureSiteCategory_1	Species_6	KE8681	none	NaN	NaN	46.47	42.57	12.13	Unknown	algae on carapace \n12 LMS	Released	ReleaseSite_68	17/12/18
18055	2018_RE_1508	2018-12-17	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1216	LandingSite_CaptureSiteCategory_1	Species_6	KES1306	none	KE6491	NaN	64.93	59.97	31.55	Unknown	Green algae on carapace \nSmall barnacles on shoulders\nTag lump LRF	Released	ReleaseSite_68	17/12/18
18056	2018_RE_1510	2018-12-18	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1550	LandingSite_CaptureSiteCategory_1	Species_5	KES1796	NaN	NaN	NaN	48.03	45.87	13.07	Unknown	Tip of RFF missing\nBruising on front flippers	Released	ReleaseSite_68	18/12/18
18057	2018_RE_1511	2018-12-18	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_569	LandingSite_CaptureSiteCategory_1	Species_5	KES1828	NaN	NaN	NaN	57.13	50.57	21.09	Unknown	White calcareous algae on carapace	Released	ReleaseSite_68	18/12/18
18058	2018_RE_1514	2018-12-18	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_125	LandingSite_CaptureSiteCategory_1	Species_6	KES0563	NaN	KES0416	NaN	42.07	38.37	9.02	Unknown	Calcareous + green algae on carapace\nBarnacles on shoulders	Released	ReleaseSite_68	18/12/18
18059	2018_RE_1532	2018-12-24	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1343	LandingSite_CaptureSiteCategory_1	Species_5	KES1833	NaN	NaN	NaN	57.20	52.30	NaN	Unknown	Clean turtle	Released	ReleaseSite_68	24/12/18
18060	2018_RE_1533	2018-12-24	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1551	LandingSite_CaptureSiteCategory_1	Species_5	KES1831	NaN	NaN	NaN	51.90	48.50	NaN	Unknown	Green algae on carapace\ntip of left supra missing	Released	ReleaseSite_68	24/12/18
18061	2018_RE_1550	2018-12-28	Researcher_30	CaptureSite_9	Ocean	Net	Fisher_1551	LandingSite_CaptureSiteCategory_1	Species_6	KES1432	none	NaN	NaN	34.60	31.20	4.29	Unknown	Thick pink patches of calcareous algae on carapace. Green algae on shell and plastron.	Released	ReleaseSite_37	28/12/18

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category